Read Wikipedia dumps
Project description
WPyDumps
WPyDumps is a Python module to work with dumps of Wikipedia.
It allows one to parse and extract relevant information from dump files without un-compressing them on-disk.
It works with (at least) these dumps:
pages-meta-history….xml-….7z
(“All pages with complete edit history”)pages-meta-current.xml.bz2
Install
pip install wpydumps
Usage
The parser uses SAX to read the files as a stream. It takes a reader or a filename and a page callback function. It parses the file and call that function with each page.
Pages are represented as wpydumps.model.Page
objects. They include the pages’ details as well as their
revisions (wpydumps.model.Revision
). Each revision holds a reference to its contributor (wpydumps.model.Contributor
)
.
import wpydumps as p
def simple_page_callback(page):
print(page.title)
# parse from a local archive
p.parse_pages_from_archive_filename("myfile.7z", simple_page_callback)
# parse from an uncompressed file
with open("myfile") as f:
p.parse_pages_from_reader(f, simple_page_callback)
Revisions always have a text_length
and diff_length
int
attributes. You may drop the text content by
passing keep_revisions_text=False
to the parser.
Examples
from wpydumps import parse_pages_from_archive_filename
def page_callback(page):
pass # do something with the page
# use the appropriate filename
parse_pages_from_archive_filename("frwiki-20190901-pages-meta-history1.xml-p3p1630.7z", page_callback)
Print all pages and their number of revisions
def page_callback(page):
print(page.title, len(page.revisions))
Print all pages and their number of contributors
def page_callback(page):
contributors = set()
for rev in page.revisions:
contributors.add(rev.contributor.username or rev.contributor.ip)
print("%s: %d contributors" % (page.title, len(contributors)))
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